Intelligent information and database systems 15th Asian Conference, ACIIDS 2023, Phuket, Thailand, July 24-26, 2023, proceedings. Part I /
This two-volume set LNAI 13995 and LNAI 13996 constitutes the refereed proceedings of the 15th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2023, held in Phuket, Thailand, during July 2426, 2023. The 65 full papers presented in these proceedings were carefully reviewed an...
| Corporate Authors: | Asian Conference on Intelligent Information and Database Systems Phuket, Thailand) |
|---|---|
| Other Authors: | Asian Conference on Intelligent Information and Database Systems, Nguyen, Ngoc Thanh (Computer scientist),, Boonsang, Siridech,, Fujita, Hamido,, Hnatkowska, Bogumiła,, Hong, Tzung-Pei, 1963-, Pasupa, Kitsuchart,, Selamat, Ali,, SpringerLink (Online service) |
| Format: | eBook |
| Language: | English |
| Published: |
Singapore :
Springer,
2023.
Singapore : 2023. |
| Physical Description: |
1 online resource (xxvii, 449 pages) : illustrations (chiefly color). |
| Series: |
Lecture notes in computer science. Lecture notes in artificial intelligence.
Lecture notes in computer science ; 13995. LNCS sublibrary. Artificial intelligence. |
| Subjects: |
| Summary: |
This two-volume set LNAI 13995 and LNAI 13996 constitutes the refereed proceedings of the 15th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2023, held in Phuket, Thailand, during July 2426, 2023. The 65 full papers presented in these proceedings were carefully reviewed and selected from 224 submissions. The papers of the 2 volume-set are organized in the following topical sections: Case-Based Reasoning and Machine Comprehension; Computer Vision; Data Mining and Machine Learning; Knowledge Integration and Analysis; Speech and Text Processing; and Resource Management and Optimization. |
|---|---|
| Item Description: |
Description based upon print version of record. This two-volume set LNAI 13995 and LNAI 13996 constitutes the refereed proceedings of the 15th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2023, held in Phuket, Thailand, during July 2426, 2023. The 65 full papers presented in these proceedings were carefully reviewed and selected from 224 submissions. The papers of the 2 volume-set are organized in the following topical sections: Case-Based Reasoning and Machine Comprehension; Computer Vision; Data Mining and Machine Learning; Knowledge Integration and Analysis; Speech and Text Processing; and Resource Management and Optimization. Intro -- Preface -- Organization -- Contents - Part I -- Contents - Part II -- Case-Based Reasoning and Machine Comprehension -- On the Improvement of the Reasoning Cycle in Case-Based Reasoning -- 1 Introduction -- 2 A More Domain Knowledge Independent Approach -- 2.1 Case Structure -- 2.2 Retrieving Similar Cases -- 2.3 An Optimization Approach for Adaptation -- 3 Experimental Evaluation -- 3.1 Case Study -- 3.2 Dataset Description -- 3.3 Testbed Setup -- 3.4 Empirical Evaluation -- 4 Conclusion -- References. Exploring Incompleteness in Case-Based Reasoning: A Strategy for Overcoming Challenge -- 1 Introduction -- 2 Background -- 2.1 Case-Based Reasoning and Data Completeness -- 2.2 Change Point Analysis -- 3 The Completeness Challenge: A Problem Statement -- 3.1 Illustrative Scenario -- 3.2 Problem Formulation -- 4 Evaluating Data Incompleteness in CBR Systems -- 4.1 Segmentation of the Case Base -- 4.2 Identification of Incompleteness Situations -- 5 Experimental Results -- 6 Conclusion -- References -- Leveraging both Successes and Failures in Case-Based Reasoning for Optimal Solutions. 1 Introduction -- 2 Illustrative Example and Preliminary Concepts -- 2.1 Key Concepts and Notations Related to the CBR Paradigm -- 2.2 Collision Avoidance Navigation -- 3 Adaptation Through Failed and Successful Cases -- 3.1 Problem Statement -- 3.2 Principle -- 3.3 Local Prediction of the Target Solution -- 4 Evaluation -- 4.1 Experimental Design -- 4.2 Baselines and Metrics -- 4.3 Results -- 5 Conclusion -- References -- Transfer Learning for Abnormal Behaviors Identification in Examination Room from Surveillance Videos: A Case Study in Vietnam*-1pc -- 1 Introduction -- 2 Related Work. 3 Methods -- 3.1 Abnormal Behaviors in the Examination Hall and Data Collection -- 3.2 Deep Learning Architectures for Abnormal Behavior Detection -- 4 Experimental Results -- 4.1 Environmental Settings -- 4.2 Abnormal Behavior Detection Using YOLO V4 -- 4.3 Abnormal Behavior Detection with SSD MobileNet V2 -- 4.4 Discussion -- 5 Conclusion -- References -- A Novel Question-Context Interaction Method for Machine Reading Comprehension -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Sentence Embedding -- 3.2 S-QCI Block -- 3.3 Word Fusion: -- 3.4 Training Process -- 4 Experiment. 4.1 Experimental Setup -- 4.2 Benchmark Dataset and Baseline Models -- 4.3 Main Results -- 4.4 Ablation Study -- 5 Conclusion -- References -- Granular Computing to Forecast Alzheimer's Disease Distinctive Individual Development -- 1 Introduction -- 2 Methods -- 2.1 Rough Set Implementation of GrC -- 3 Results -- 3.1 Statistics -- 3.2 Granular Computing for Reference of Group1 Group -- 3.3 Granular Computing for Reference of Group2 Patients -- 4 Discussion -- References -- Computer Vision -- AdVLO: Region Selection via Attention-Driven for Visual LiDAR Odometry -- 1 Introduction -- 2 Related Works. |
| Physical Description: |
1 online resource (xxvii, 449 pages) : illustrations (chiefly color). |
| ISBN: |
9789819958344 9819958342 |